Data Science Course
📌 Course Overview
Data Science is one of the most in-demand skills in the industry today. At Technokraft Solutions, we offer a comprehensive Data Science course that covers the essential concepts, tools, and techniques required to analyze data and build predictive models.
📊 Learn to analyze, visualize, and interpret data with Python, SQL, and Machine Learning!
📚 Course Syllabus
| Module | Topics Covered |
|---|---|
| 1. Introduction to Data Science | What is Data Science?, Applications of Data Science, Data Science vs. AI vs. ML |
| 2. Python for Data Science | Python Basics, Data Types, Loops & Functions, Libraries (NumPy, Pandas, Matplotlib) |
| 3. Data Analysis & Manipulation | Data Cleaning, Handling Missing Data, Data Transformation, Exploratory Data Analysis (EDA) |
| 4. Data Visualization | Matplotlib, Seaborn, Plotly, Creating Interactive Visuals |
| 5. Statistics for Data Science | Probability, Mean, Median, Mode, Variance, Standard Deviation, Hypothesis Testing |
| 6. Machine Learning Basics | Supervised vs. Unsupervised Learning, Regression, Classification, Clustering |
| 7. Feature Engineering & Model Evaluation | Feature Selection, Model Evaluation Metrics (Accuracy, Precision, Recall, F1-score) |
| 8. SQL for Data Science | Basics of SQL, Querying Data, Joins, Aggregations |
| 9. Introduction to Deep Learning | Basics of Neural Networks, Introduction to TensorFlow & Keras |
| 10. Real-World Project | End-to-End Data Science Project, Data Collection, Model Building, Deployment |
🚀 Course Highlights
- ✅ Fundamentals of Data Science: Learn Python, SQL, and R for data manipulation.
- ✅ Data Analysis & Visualization: Hands-on experience with Pandas, NumPy, Matplotlib, and Seaborn.
- ✅ Machine Learning & AI: Supervised & Unsupervised learning, Neural Networks, and Deep Learning.
- ✅ Big Data & Cloud Integration: Explore Hadoop, Spark, and cloud-based ML models.
- ✅ Real-World Projects: Work on datasets from finance, healthcare, e-commerce, and more.
- ✅ Job Assistance: Resume-building, interview prep, and placement guidance.
👨🎓 Who Should Join?
- IT Professionals & Developers looking to upskill.
- Fresh Graduates aiming for a Data Science career.
- Business Analysts & Marketing Professionals wanting to leverage AI.
🎯 Why Choose Technokraft Solutions?
- Industry-Driven Curriculum: Learn from experienced professionals.
- Hands-on Learning: Real-world applications and live projects.
- Flexible Learning Options: Online, Offline, and Hybrid training models.
- Certification & Placement Support: Get certified and connect with hiring partners.
📩 Enroll Now!
Take the next step in your career with Technokraft Solutions. Contact us today to get started!